View source on GitHub
|
Constants used in TensorFlow Model Analysis.
Module: tfma.constants
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# Module: tfma.constants\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/model-analysis/blob/v0.46.0/tensorflow_model_analysis/constants.py) |\n\nConstants used in TensorFlow Model Analysis.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Other Members ------------- ||\n|---------------------------------|----------------------------------------------------------------------------------------------------------|\n| ANALYSIS_KEY | `'analysis'` |\n| ARROW_INPUT_COLUMN | `'__raw_record__'` |\n| ARROW_RECORD_BATCH_KEY | `'arrow_record_batch'` |\n| ATTRIBUTIONS_KEY | `'attributions'` |\n| BASELINE_KEY | `'baseline'` |\n| BASELINE_SCORE_KEY | `'baseline_score'` |\n| CANDIDATE_KEY | `'candidate'` |\n| DATA_CENTRIC_MODE | `'data_centric_mode'` |\n| EXAMPLE_SCORE_KEY | `'example_score'` |\n| EXAMPLE_WEIGHTS_KEY | `'example_weights'` |\n| FEATURES_KEY | `'features'` |\n| FEATURES_PREDICTIONS_LABELS_KEY | `'_fpl'` |\n| INPUT_KEY | `'input'` |\n| LABELS_KEY | `'labels'` |\n| MATERIALIZED_PREDICTION | `'materialized_prediction'` |\n| MATERIALIZE_COLUMNS | `'materialize'` |\n| METRICS_KEY | `'metrics'` |\n| METRICS_NAMESPACE | `'tfx.ModelAnalysis'` |\n| MODEL_AGNOSTIC | `'model_agnostic'` |\n| MODEL_CENTRIC_MODE | `'model_centric_mode'` |\n| PLACEHOLDER | `'placeholder'` |\n| PLOTS_KEY | `'plots'` |\n| PREDICTIONS_KEY | `'predictions'` |\n| PREDICTION_LOG_KEY | `'prediction_log'` |\n| SLICE_KEYS_KEY | `'slice_keys'` |\n| SLICE_KEY_TYPES_KEY | `'_slice_key_types'` |\n| SPARSE_PLACEHOLDER | `'sparse_placeholder'` |\n| SPLIT_KEY | `'split'` |\n| TFMA_EVAL | `'tfma_eval'` |\n| TF_ESTIMATOR | `'tf_estimator'` |\n| TF_GENERIC | `'tf_generic'` |\n| TF_JS | `'tf_js'` |\n| TF_KERAS | `'tf_keras'` |\n| TF_LITE | `'tf_lite'` |\n| TRANSFORMED_FEATURES_KEY | `'transformed_features'` |\n| UNKNOWN_EVAL_MODE | `'unknown_eval_mode'` |\n| VALIDATIONS_KEY | `'validations'` |\n| VALID_TF_MODEL_TYPES | `('tfma_eval', 'tf_generic', 'tf_estimator', 'tf_keras', 'tf_lite', 'tf_js', 'materialized_prediction')` |\n\n\u003cbr /\u003e"]]